日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Benchmarking large language models for predictive modeling in biomedical research with a focus on reproductive health

对用于生物医学研究(重点关注生殖健康)的大型语言模型进行预测建模的基准测试

Sarwal, Reuben; Tarca, Victor; Dubin, Claire A; Kalavros, Nikolas; Bhatti, Gaurav; Bhattacharya, Sanchita; Butte, Atul; Romero, Roberto; Stolovitzky, Gustavo; Oskotsky, Tomiko T; Tarca, Adi L; Sirota, Marina

Placental epigenetic clocks derived from crowdsourcing: Implications for the study of accelerated aging in obstetrics

基于众包的胎盘表观遗传时钟:对产科加速衰老研究的启示

Bhatti, Gaurav; Sufriyana, Herdiantri; Romero, Roberto; Patel, Tushar; Tekola-Ayele, Fasil; Alsaggaf, Ibrahim; Gomez-Lopez, Nardhy; Su, Emily C Y; Done, Bogdan; Hoffmann, Steve; van Bömmel, Alena; Wan, Cen; Albrecht, Jake; Novak, Charles; Chaiworapongsa, Tinnakorn; Sirota, Marina; Aghaeepour, Nima; Stolovitzky, Gustavo; Bryant, David R; Tarca, Adi L

Extracellular vesicles carry transcriptional 'dark matter' revealing tissue-specific information

细胞外囊泡携带转录“暗物质”揭示组织特异性信息

Navneet Dogra, Tzu-Yi Chen, Edgar Gonzalez-Kozlova, Rebecca Miceli, Carlos Cordon-Cardo, Ashutosh K Tewari, Bojan Losic, Gustavo Stolovitzky

Modeling combination therapies in patient cohorts and cell cultures using correlated drug action

使用相关药物作用对患者队列和细胞培养中的联合疗法进行建模

Adith S Arun, Sung-Cheol Kim, Mehmet Eren Ahsen, Gustavo Stolovitzky

An algorithm to identify patients aged 0-3 with rare genetic disorders

一种用于识别0-3岁患有罕见遗传疾病患者的算法

Webb, Bryn D; Lau, Lisa Y; Tsevdos, Despina; Shewcraft, Ryan A; Corrigan, David; Shi, Lisong; Lee, Seungwoo; Tyler, Jonathan; Li, Shilong; Wang, Zichen; Stolovitzky, Gustavo; Edelmann, Lisa; Chen, Rong; Schadt, Eric E; Li, Li

Analysis of real-world data to investigate evolving treatment sequencing patterns in advanced non-small cell lung cancers and their impact on survival

通过分析真实世界数据,研究晚期非小细胞肺癌治疗顺序模式的演变及其对生存率的影响

Liu, Zongzhi; Lee, Kyeryoung; Cohn, David; Zhang, Mingwei; Ai, Lei; Li, Minghao; Zhang, Xingming; Jun, Tomi; Higashi, Mitchell K; Pan, Qi; Oh, William; Stolovitzky, Gustavo; Schadt, Eric; Wang, Xiaoyan; Li, Shuyu D

Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research

微生物组早产梦想挑战:利用众包机器学习方法推进早产研究

Golob, Jonathan L; Oskotsky, Tomiko T; Tang, Alice S; Roldan, Alennie; Chung, Verena; Ha, Connie W Y; Wong, Ronald J; Flynn, Kaitlin J; Parraga-Leo, Antonio; Wibrand, Camilla; Minot, Samuel S; Andreoletti, Gaia; Kosti, Idit; Bletz, Julie; Nelson, Amber; Gao, Jifan; Wei, Zhoujingpeng; Chen, Guanhua; Tang, Zheng-Zheng; Novielli, Pierfrancesco; Romano, Donato; Pantaleo, Ester; Amoroso, Nicola; Monaco, Alfonso; Vacca, Mirco; De Angelis, Maria; Bellotti, Roberto; Tangaro, Sabina; Kuntzleman, Abigail; Bigcraft, Isaac; Techtmann, Stephen; Bae, Daehun; Kim, Eunyoung; Jeon, Jongbum; Joe, Soobok; Theis, Kevin R; Ng, Sherrianne; Lee Li, Yun S; Diaz-Gimeno, Patricia; Bennett, Phillip R; MacIntyre, David A; Stolovitzky, Gustavo; Lynch, Susan V; Albrecht, Jake; Gomez-Lopez, Nardhy; Romero, Roberto; Stevenson, David K; Aghaeepour, Nima; Tarca, Adi L; Costello, James C; Sirota, Marina

Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning-Based Natural Language Processing

基于深度学习的自然语言处理技术在肺癌患者中自动提取和纵向分析磨玻璃影特征的检测

Lee, Kyeryoung; Liu, Zongzhi; Chandran, Urmila; Kalsekar, Iftekhar; Laxmanan, Balaji; Higashi, Mitchell K; Jun, Tomi; Ma, Meng; Li, Minghao; Mai, Yun; Gilman, Christopher; Wang, Tongyu; Ai, Lei; Aggarwal, Parag; Pan, Qi; Oh, William; Stolovitzky, Gustavo; Schadt, Eric; Wang, Xiaoyan

A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis

利用众包方法开发机器学习模型,以量化类风湿性关节炎的放射学关节损伤

Sun, Dongmei; Nguyen, Thanh M; Allaway, Robert J; Wang, Jelai; Chung, Verena; Yu, Thomas V; Mason, Michael; Dimitrovsky, Isaac; Ericson, Lars; Li, Hongyang; Guan, Yuanfang; Israel, Ariel; Olar, Alex; Pataki, Balint Armin; Stolovitzky, Gustavo; Guinney, Justin; Gulko, Percio S; Frazier, Mason B; Chen, Jake Y; Costello, James C; Bridges, S Louis Jr

Extracellular vesicles carry distinct proteo-transcriptomic signatures that are different from their cancer cell of origin

细胞外囊泡携带不同于其来源癌细胞的独特蛋白质转录组特征

Tzu-Yi Chen, Edgar Gonzalez-Kozlova, Taliah Soleymani, Sabrina La Salvia, Natasha Kyprianou, Susmita Sahoo, Ashutosh K Tewari, Carlos Cordon-Cardo, Gustavo Stolovitzky, Navneet Dogra